Task
Supervised Classification on steel-plates-fault

Supervised Classification on steel-plates-fault

Task 145872 Supervised Classification steel-plates-fault 132228 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9912, kappa: 0.9806, kb_relative_information_score: 1478.855, mean_absolute_error: 0.1326, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9912, predictive_accuracy: 0.9912, prior_entropy: 0.9313, recall: 0.9912, relative_absolute_error: 0.2926, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.3692, scimark_benchmark: 1791.9792, usercpu_time_millis: 20.055, usercpu_time_millis_testing: 1.298, usercpu_time_millis_training: 18.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.984, kappa: 0.9646, kb_relative_information_score: 1295.7735, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9841, predictive_accuracy: 0.984, prior_entropy: 0.9313, recall: 0.984, relative_absolute_error: 0.398, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.4658, scimark_benchmark: 1771.0845, usercpu_time_millis: 19.323, usercpu_time_millis_testing: 1.456, usercpu_time_millis_training: 17.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.7745, kappa: 0.4929, kb_relative_information_score: 491.2673, mean_absolute_error: 0.3592, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8434, predictive_accuracy: 0.8006, prior_entropy: 0.9313, recall: 0.8006, relative_absolute_error: 0.7927, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3911, root_relative_squared_error: 0.8217, scimark_benchmark: 2001.7819, usercpu_time_millis: 6.819, usercpu_time_millis_testing: 0.73, usercpu_time_millis_training: 6.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9829, kappa: 0.9622, kb_relative_information_score: 1279.6503, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9831, predictive_accuracy: 0.983, prior_entropy: 0.9313, recall: 0.983, relative_absolute_error: 0.4051, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.4759, scimark_benchmark: 2064.1745, usercpu_time_millis: 11.929, usercpu_time_millis_testing: 0.919, usercpu_time_millis_training: 11.01,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.8755, kappa: 0.7187, kb_relative_information_score: 769.6202, mean_absolute_error: 0.3008, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8965, predictive_accuracy: 0.882, prior_entropy: 0.9313, recall: 0.882, relative_absolute_error: 0.6638, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3388, root_relative_squared_error: 0.7119, scimark_benchmark: 1839.58, usercpu_time_millis: 4.694, usercpu_time_millis_testing: 0.477, usercpu_time_millis_training: 4.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9809, kappa: 0.9576, kb_relative_information_score: 1264.8434, mean_absolute_error: 0.1869, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.981, predictive_accuracy: 0.9809, prior_entropy: 0.9313, recall: 0.9809, relative_absolute_error: 0.4124, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.4856, scimark_benchmark: 1745.4414, usercpu_time_millis: 4.281, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 3.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.984, kappa: 0.9646, kb_relative_information_score: 1344.7166, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9841, predictive_accuracy: 0.984, prior_entropy: 0.9313, recall: 0.984, relative_absolute_error: 0.3705, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2093, root_relative_squared_error: 0.4398, scimark_benchmark: 1804.4185, usercpu_time_millis: 12.466, usercpu_time_millis_testing: 0.975, usercpu_time_millis_training: 11.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9845, kappa: 0.9657, kb_relative_information_score: 1351.8998, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 0.9313, recall: 0.9845, relative_absolute_error: 0.3648, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.44, scimark_benchmark: 1831.494, usercpu_time_millis: 3.058, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 2.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9923, kappa: 0.9829, kb_relative_information_score: 1504.9741, mean_absolute_error: 0.1267, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9923, predictive_accuracy: 0.9923, prior_entropy: 0.9313, recall: 0.9923, relative_absolute_error: 0.2796, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.3456, scimark_benchmark: 1837.6861, usercpu_time_millis: 15.612, usercpu_time_millis_testing: 0.954, usercpu_time_millis_training: 14.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9871, kappa: 0.9715, kb_relative_information_score: 1401.2703, mean_absolute_error: 0.1529, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9871, predictive_accuracy: 0.9871, prior_entropy: 0.9313, recall: 0.9871, relative_absolute_error: 0.3374, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.196, root_relative_squared_error: 0.4119, scimark_benchmark: 1860.2078, usercpu_time_millis: 18.187, usercpu_time_millis_testing: 1.35, usercpu_time_millis_training: 16.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8356, f_measure: 0.5163, kb_relative_information_score: 273.1495, mean_absolute_error: 0.3949, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.8717, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4244, root_relative_squared_error: 0.8917, scimark_benchmark: 1744.9079, usercpu_time_millis: 3.021, usercpu_time_millis_testing: 0.199, usercpu_time_millis_training: 2.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8458, f_measure: 0.5163, kb_relative_information_score: 279.6639, mean_absolute_error: 0.3947, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.8711, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4219, root_relative_squared_error: 0.8865, scimark_benchmark: 1821.6535, usercpu_time_millis: 5.418, usercpu_time_millis_testing: 0.412, usercpu_time_millis_training: 5.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9835, kappa: 0.9635, kb_relative_information_score: 1399.5702, mean_absolute_error: 0.1542, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9835, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.3403, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1945, root_relative_squared_error: 0.4086, scimark_benchmark: 1844.2059, usercpu_time_millis: 6.92, usercpu_time_millis_testing: 0.484, usercpu_time_millis_training: 6.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8465, f_measure: 0.5163, kb_relative_information_score: 260.3609, mean_absolute_error: 0.3992, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.8811, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4257, root_relative_squared_error: 0.8944, scimark_benchmark: 1867.295, usercpu_time_millis: 1.228, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 1.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.5769, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0015, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.003, root_relative_squared_error: 0.0063, scimark_benchmark: 1932.7334, usercpu_time_millis: 3.173, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 3.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9357, kappa: 0.8617, kb_relative_information_score: 1309.4289, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.945, predictive_accuracy: 0.9346, prior_entropy: 0.9313, recall: 0.9346, relative_absolute_error: 0.371, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.233, root_relative_squared_error: 0.4896, scimark_benchmark: 1885.8207, usercpu_time_millis: 10.324, usercpu_time_millis_testing: 0.487, usercpu_time_millis_training: 9.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9615, kappa: 0.9153, kb_relative_information_score: 918.505, mean_absolute_error: 0.2707, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9618, predictive_accuracy: 0.9614, prior_entropy: 0.9313, recall: 0.9614, relative_absolute_error: 0.5975, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3059, root_relative_squared_error: 0.6427, scimark_benchmark: 1788.8471, usercpu_time_millis: 5.193, usercpu_time_millis_testing: 0.337, usercpu_time_millis_training: 4.856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.5163, kb_relative_information_score: -0.4161, mean_absolute_error: 0.4531, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1812.5871, usercpu_time_millis: 1.478, usercpu_time_millis_testing: 0.2, usercpu_time_millis_training: 1.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9049, kappa: 0.7859, kb_relative_information_score: 758.654, mean_absolute_error: 0.3043, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.916, predictive_accuracy: 0.9083, prior_entropy: 0.9313, recall: 0.9083, relative_absolute_error: 0.6716, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3405, root_relative_squared_error: 0.7155, scimark_benchmark: 1789.5016, usercpu_time_millis: 2.393, usercpu_time_millis_testing: 0.228, usercpu_time_millis_training: 2.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1933.7366, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0051, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.007, root_relative_squared_error: 0.0146, scimark_benchmark: 1837.0662, usercpu_time_millis: 25.703, usercpu_time_millis_testing: 0.711, usercpu_time_millis_training: 24.992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9501, f_measure: 0.6494, kappa: 0.2365, kb_relative_information_score: 379.6215, mean_absolute_error: 0.3819, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8039, predictive_accuracy: 0.7197, prior_entropy: 0.9313, recall: 0.7197, relative_absolute_error: 0.8429, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4103, root_relative_squared_error: 0.8621, scimark_benchmark: 1822.2858, usercpu_time_millis: 4.359, usercpu_time_millis_testing: 0.581, usercpu_time_millis_training: 3.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1873.8908, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0464, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0459, root_relative_squared_error: 0.0965, scimark_benchmark: 1795.7342, usercpu_time_millis: 9.285, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 9.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1880.846, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0416, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0431, root_relative_squared_error: 0.0906, scimark_benchmark: 1734.9209, usercpu_time_millis: 15.428, usercpu_time_millis_testing: 0.662, usercpu_time_millis_training: 14.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.7619, kappa: 0.5394, kb_relative_information_score: 627.4106, mean_absolute_error: 0.3074, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8537, predictive_accuracy: 0.7579, prior_entropy: 0.9313, recall: 0.7579, relative_absolute_error: 0.6784, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3739, root_relative_squared_error: 0.7856, scimark_benchmark: 2085.4926, usercpu_time_millis: 7.906, usercpu_time_millis_testing: 0.458, usercpu_time_millis_training: 7.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1901.0128, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0279, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0313, root_relative_squared_error: 0.0658, scimark_benchmark: 1707.0997, usercpu_time_millis: 7.312, usercpu_time_millis_testing: 0.264, usercpu_time_millis_training: 7.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9938, kappa: 0.9863, kb_relative_information_score: 1547.5708, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 0.9313, recall: 0.9938, relative_absolute_error: 0.2545, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1521, root_relative_squared_error: 0.3196, scimark_benchmark: 1739.9066, usercpu_time_millis: 20.328, usercpu_time_millis_testing: 1.142, usercpu_time_millis_training: 19.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9876, kappa: 0.9727, kb_relative_information_score: 1468.5206, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9313, recall: 0.9876, relative_absolute_error: 0.2997, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.3707, scimark_benchmark: 1741.3842, usercpu_time_millis: 11.01, usercpu_time_millis_testing: 0.832, usercpu_time_millis_training: 10.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9875, kb_relative_information_score: 1648.15, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 0.9313, recall: 0.9943, relative_absolute_error: 0.1916, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1255, root_relative_squared_error: 0.2638, scimark_benchmark: 1821.8025, usercpu_time_millis: 7.232, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 6.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1817.8556, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0613, root_relative_squared_error: 0.1288, scimark_benchmark: 1855.3174, usercpu_time_millis: 17.727, usercpu_time_millis_testing: 0.595, usercpu_time_millis_training: 17.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9585, kappa: 0.9077, kb_relative_information_score: 946.7971, mean_absolute_error: 0.2643, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9591, predictive_accuracy: 0.9588, prior_entropy: 0.9313, recall: 0.9588, relative_absolute_error: 0.5833, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3, root_relative_squared_error: 0.6304, scimark_benchmark: 1728.0638, usercpu_time_millis: 1.78, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 1.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9294, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0039, root_relative_squared_error: 0.0082, scimark_benchmark: 1744.1539, usercpu_time_millis: 13.953, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 13.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1928.3558, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.009, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0081, root_relative_squared_error: 0.017, scimark_benchmark: 1855.5992, usercpu_time_millis: 19.289, usercpu_time_millis_testing: 0.5, usercpu_time_millis_training: 18.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.7011, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0029, root_relative_squared_error: 0.006, scimark_benchmark: 1756.6958, usercpu_time_millis: 26.989, usercpu_time_millis_testing: 0.663, usercpu_time_millis_training: 26.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.0612, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0034, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0047, root_relative_squared_error: 0.01, scimark_benchmark: 1754.1589, usercpu_time_millis: 7.05, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 6.868,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9794, kappa: 0.9544, kb_relative_information_score: 1240.1546, mean_absolute_error: 0.1953, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9794, predictive_accuracy: 0.9794, prior_entropy: 0.9313, recall: 0.9794, relative_absolute_error: 0.431, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2296, root_relative_squared_error: 0.4825, scimark_benchmark: 1957.9719, usercpu_time_millis: 4.345, usercpu_time_millis_testing: 0.224, usercpu_time_millis_training: 4.121,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.8974, kappa: 0.7685, kb_relative_information_score: 824.5759, mean_absolute_error: 0.289, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9119, predictive_accuracy: 0.9016, prior_entropy: 0.9313, recall: 0.9016, relative_absolute_error: 0.6378, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.6887, scimark_benchmark: 1755.0245, usercpu_time_millis: 11.739, usercpu_time_millis_testing: 1.093, usercpu_time_millis_training: 10.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1607.5142, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.2204, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1319, root_relative_squared_error: 0.2772, scimark_benchmark: 1705.4027, usercpu_time_millis: 12.965, usercpu_time_millis_testing: 0.618, usercpu_time_millis_training: 12.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1833.7347, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0737, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0615, root_relative_squared_error: 0.1293, scimark_benchmark: 1746.0413, usercpu_time_millis: 7.182, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 6.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.8847, kappa: 0.7395, kb_relative_information_score: 777.9852, mean_absolute_error: 0.2993, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9035, predictive_accuracy: 0.8903, prior_entropy: 0.9313, recall: 0.8903, relative_absolute_error: 0.6607, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3369, root_relative_squared_error: 0.7079, scimark_benchmark: 1872.0299, usercpu_time_millis: 10.901, usercpu_time_millis_testing: 1.004, usercpu_time_millis_training: 9.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1815.238, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.1441, scimark_benchmark: 1749.9829, usercpu_time_millis: 6.168, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 5.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1918.6139, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0157, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0214, root_relative_squared_error: 0.0449, scimark_benchmark: 1897.3963, usercpu_time_millis: 10.805, usercpu_time_millis_testing: 0.252, usercpu_time_millis_training: 10.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9573, kappa: 0.9051, kb_relative_information_score: 1040.862, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9584, predictive_accuracy: 0.9578, prior_entropy: 0.9313, recall: 0.9578, relative_absolute_error: 0.5299, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2824, root_relative_squared_error: 0.5933, scimark_benchmark: 1749.5206, usercpu_time_millis: 6.354, usercpu_time_millis_testing: 0.715, usercpu_time_millis_training: 5.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1722.2053, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9974, predictive_accuracy: 0.9974, prior_entropy: 0.9313, recall: 0.9974, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1017, root_relative_squared_error: 0.2136, scimark_benchmark: 1901.9301, usercpu_time_millis: 12.351, usercpu_time_millis_testing: 0.515, usercpu_time_millis_training: 11.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1865.5263, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0521, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0495, root_relative_squared_error: 0.1039, scimark_benchmark: 1846.385, usercpu_time_millis: 27.82, usercpu_time_millis_testing: 0.733, usercpu_time_millis_training: 27.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9898, kb_relative_information_score: 1649.323, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 0.9313, recall: 0.9954, relative_absolute_error: 0.1913, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1239, root_relative_squared_error: 0.2604, scimark_benchmark: 1900.2953, usercpu_time_millis: 5.589, usercpu_time_millis_testing: 0.337, usercpu_time_millis_training: 5.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1848.7878, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0636, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0555, root_relative_squared_error: 0.1167, scimark_benchmark: 1808.1972, usercpu_time_millis: 21.686, usercpu_time_millis_testing: 0.606, usercpu_time_millis_training: 21.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1825.8954, mean_absolute_error: 0.0358, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0789, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0634, root_relative_squared_error: 0.1332, scimark_benchmark: 1756.5914, usercpu_time_millis: 8.494, usercpu_time_millis_testing: 0.348, usercpu_time_millis_training: 8.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9835, kappa: 0.9636, kb_relative_information_score: 1447.6492, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9835, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.3114, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.183, root_relative_squared_error: 0.3845, scimark_benchmark: 1749.0608, usercpu_time_millis: 1.644, usercpu_time_millis_testing: 0.121, usercpu_time_millis_training: 1.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1850.8532, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.062, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0534, root_relative_squared_error: 0.1123, scimark_benchmark: 1760.3721, usercpu_time_millis: 5.262, usercpu_time_millis_testing: 0.214, usercpu_time_millis_training: 5.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1919.4944, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.015, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0216, root_relative_squared_error: 0.0454, scimark_benchmark: 1753.2452, usercpu_time_millis: 6.385, usercpu_time_millis_testing: 0.147, usercpu_time_millis_training: 6.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.7673, kappa: 0.477, kb_relative_information_score: 491.3647, mean_absolute_error: 0.3588, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8379, predictive_accuracy: 0.795, prior_entropy: 0.9313, recall: 0.795, relative_absolute_error: 0.7919, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3905, root_relative_squared_error: 0.8205, scimark_benchmark: 1742.1574, usercpu_time_millis: 1.796, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 1.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9912, kappa: 0.9807, kb_relative_information_score: 1563.2209, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9912, predictive_accuracy: 0.9912, prior_entropy: 0.9313, recall: 0.9912, relative_absolute_error: 0.2434, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.15, root_relative_squared_error: 0.3152, scimark_benchmark: 1729.5902, usercpu_time_millis: 4.451, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 4.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1789.4061, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.1023, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.1646, scimark_benchmark: 1749.5206, usercpu_time_millis: 1.767, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 1.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1895.534, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0317, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0341, root_relative_squared_error: 0.0716, scimark_benchmark: 1723.9396, usercpu_time_millis: 10.419, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 10.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9964, kappa: 0.992, kb_relative_information_score: 1692.9484, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9313, recall: 0.9964, relative_absolute_error: 0.1624, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.114, root_relative_squared_error: 0.2395, scimark_benchmark: 1751.4793, usercpu_time_millis: 2.377, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 2.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8618, f_measure: 0.5163, kb_relative_information_score: 270.9648, mean_absolute_error: 0.3974, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.877, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4238, root_relative_squared_error: 0.8905, scimark_benchmark: 1857.2678, usercpu_time_millis: 5.063, usercpu_time_millis_testing: 0.542, usercpu_time_millis_training: 4.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1792.1987, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.1003, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0782, root_relative_squared_error: 0.1643, scimark_benchmark: 1898.316, usercpu_time_millis: 1.682, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 1.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1790.5557, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.1005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0831, root_relative_squared_error: 0.1746, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.471, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.5163, kb_relative_information_score: -2.6078, mean_absolute_error: 0.4533, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1882.6259, usercpu_time_millis: 0.344, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.8503, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0042, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.008, root_relative_squared_error: 0.0169, scimark_benchmark: 1746.6417, usercpu_time_millis: 25.447, usercpu_time_millis_testing: 0.512, usercpu_time_millis_training: 24.935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1861.9755, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0544, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0513, root_relative_squared_error: 0.1077, scimark_benchmark: 1719.5892, usercpu_time_millis: 19.152, usercpu_time_millis_testing: 0.766, usercpu_time_millis_training: 18.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1935.9534, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0034, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0065, root_relative_squared_error: 0.0137, scimark_benchmark: 1754.2801, usercpu_time_millis: 23.786, usercpu_time_millis_testing: 0.463, usercpu_time_millis_training: 23.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9357, kappa: 0.8617, kb_relative_information_score: 1452.3509, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.945, predictive_accuracy: 0.9346, prior_entropy: 0.9313, recall: 0.9346, relative_absolute_error: 0.2816, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2119, root_relative_squared_error: 0.4452, scimark_benchmark: 1847.612, usercpu_time_millis: 14.245, usercpu_time_millis_testing: 0.428, usercpu_time_millis_training: 13.817,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs